{"id":"W1963786353","doi":"10.1080/08927020903483296","title":"Self-assembly of alternating copolymers and the role of hydrophobic interactions: characterisation by molecular modelling","year":2010,"lang":"en","type":"article","venue":"Molecular Simulation","topic":"Electrostatics and Colloid Interactions","field":"Chemistry","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Copolymer; Maleic anhydride; Amphiphile; Polymer; Ab initio; Aqueous solution; Chemistry; Polymer chemistry; Molecular dynamics; Materials science; Polymer science; Computational chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001113724,0.0001138449,0.0001547475,0.00005669123,0.00007375002,0.00003251026,0.00009615716,0.00005858185,0.00003367411],"category_scores_gemma":[0.0000352897,0.0001041477,0.00007854442,0.00009785569,0.00004627536,0.0001255287,0.0000267591,0.00021345,9.399203e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002176688,"about_ca_system_score_gemma":0.00002172831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001383308,"about_ca_topic_score_gemma":0.000004063915,"domain_scores_codex":[0.999153,0.00003082648,0.0003486899,0.0001606739,0.0001930166,0.0001137903],"domain_scores_gemma":[0.9991131,0.0001599829,0.0003458971,0.0002164027,0.0001342798,0.00003028029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005036005,0.00005269493,0.0000943073,0.00002683366,0.00006366434,4.407715e-7,0.0004334959,0.02922203,0.966919,0.00184675,6.632234e-7,0.001289747],"study_design_scores_gemma":[0.0002949304,0.00000809362,0.000002354095,0.00001312775,0.00003245146,0.000001717883,0.00006031313,0.4938067,0.5050353,0.0004433149,0.0002526585,0.00004902093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812641,0.0002151282,0.01650186,0.00005150106,0.00005558064,0.0001102925,0.00001130169,0.00002300867,0.001767247],"genre_scores_gemma":[0.9988664,0.00002287911,0.000952583,0.0000273551,0.00001737966,0.00001880233,0.00004308822,0.000021711,0.00002979673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4645847,"threshold_uncertainty_score":0.4247021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002779870386603391,"score_gpt":0.2273129836690309,"score_spread":0.2245331132824275,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}